
AlgorithmWatch found AI chatbots often link to anti-abortion sites without disclosure.
The group Profemina appeared in about 17 percent of responses.
German users were sent to counseling centers that cannot issue required certificates.
What happened
An AlgorithmWatch investigation found that ChatGPT, Gemini, Grok, and Claude linked to anti-abortion websites in at least one out of every four queries about unplanned pregnancy. The group Profemina appeared in about 17 percent of all responses, often without disclosure of its stance.
Why it matters
The responses sound empathetic and balanced, but the chatbots did not distinguish between official health authorities and ideologically driven organizations. In German-language chats, the models recommended Caritas for counseling, but Caritas does not issue the certificate German law requires for a legal abortion, which could make users lose critical time.
What to watch
A Munich court ruled that limited liability protections for search engines don't apply to AI-generated answers, which must be treated as original content. Germany's media regulators classify AI search engines and chatbots as content providers with full legal responsibility.
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The investigation by AlgorithmWatch tested four major chatbots with three fictional personas dealing with unplanned pregnancies, producing 270 responses in English, German, and Italian. The findings show that AI chatbots, even with built-in search, function as black boxes shaped by training data and other factors that are difficult to audit. The empathetic tone and apparent completeness of the responses make them feel trustworthy, which is a key difference from traditional search engines.
A court in Munich has ruled that AI-generated answers must be treated as original content, meaning the limited liability protections for search engines don't apply. Germany's media regulators agree, classifying AI search engines and chatbots as content providers with full legal responsibility. However, the investigation suggests these obligations would be hard to meet, given problems that may be nearly impossible to fix on a technical level. Google and OpenAI pointed to their policy guidelines, which don't specifically address abortion-related queries, while an OpenAI spokesperson noted that GPT-5.5, shipped after the testing period, is better at taking user context into account.
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